2898 search results - page 246 / 580 » Ensemble Methods in Machine Learning |
107
Voted
ECML
2006
Springer
15 years 5 months ago
2006
Springer
Label ranking studies the problem of learning a mapping from instances to rankings over a predefined set of labels. We approach this setting from a case-based perspective and propo...
130
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ECML
2006
Springer
15 years 5 months ago
2006
Springer
Causal independence modelling is a well-known method both for reducing the size of probability tables and for explaining the underlying mechanisms in Bayesian networks. In this pap...
132
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ICALT
2009
IEEE
14 years 12 months ago
2009
IEEE
Eye-tracking measurements may be used as a method of identifying users' actual behavior in a hypermedia setting. In this research, an eye-tracking experiment was conducted in...
106
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
When given a small sample, we show that classification with SVM can be considerably enhanced by using a kernel function learned from the training data prior to discrimination. Thi...
114
Voted
MLDM
2005
Springer
15 years 7 months ago
2005
Springer
We propose an unsupervised, probabilistic method for learning visual feature hierarchies. Starting from local, low-level features computed at interest point locations, the method c...